caa a22 4500 467954674 CHVBK 20180323165703.0 cr unu---uuuuu 170328e19881001xx s 000 0 eng 10.1007/BF00113896 doi (NATIONALLICENCE)springer-10.1007/BF00113896 (NATIONALLICENCE)springer-10.1023/A:1022610321001 Booker Lashon Navy Center for Applied Research in Artificial Intelligence, Naval Research Laboratory, 20375-5000, Washington, DC, U.S.A. aut Classifier systems that learn internal world models [Elektronische Daten] [Lashon Booker] Most classifier systems learn a collection of stimulus-response rules, each of which directly acts on the problem-solving environment and accrues strength proportional to the overt reward expected from the behavioral sequences in which the rule participates. Gofer is an example of a classifier system that builds an internal model of its environment, using rules to represent objects, goals, and relationships. The model is used to direct behavior, and learning is triggered whenever the model proves to be an inadequate basis for generating behavior in a given situation. This means that overt external rewards are not necessarily the only or the most useful source of feedback for inductive change. Gofer is tested in a simple two-dimensional world where it learns to locate food and avoid noxious stimulation. Kluwer Academic Publishers, 1988 Classifier systems nationallicence genetic algorithms nationallicence internal models nationallicence instinctive behavior nationallicence Machine Learning Kluwer Academic Publishers 3/2-3(1988-10-01), 161-192 0885-6125 3:2-3<161 1988 3 10994 https://doi.org/10.1007/BF00113896 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/BF00113896 text/html Onlinezugriff via DOI NATIONALLICENCE 773 0- Machine Learning Kluwer Academic Publishers 3/2-3(1988-10-01), 161-192 0885-6125 3:2-3<161 1988 3 10994 NATIONALLICENCE 100 1- Booker Lashon Navy Center for Applied Research in Artificial Intelligence, Naval Research Laboratory, 20375-5000, Washington, DC, U.S.A aut NATIONALLICENCE 856 40 https://doi.org/10.1023/A:1022610321001 text/html Onlinezugriff via DOI NATIONALLICENCE 773 0- Machine Learning Kluwer Academic Publishers-Plenum Publishers 3/2-3(1988-10-01), 161-192 0885-6125 3:2-3<161 1988 3 10994 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE NATIONALLICENCE NL-springer